A Framework for a Valuation of Digital Start-Ups Using Artificial Intelligence and Fuzzy Sets

[1]BOCKEN, N. M. P.: Sustainable venture capital – catalyst for sustainable start-up success? Journal of Cleaner Production. 2015, Vol. 108, Part A, pp. 647–658. DOI: 10.1016/j.jclepro.2015.05.079Search in Google Scholar

[2]FESTEL, G.; WUERMSEHER, M.; CATTANEO, G.: Valuation of Early Stage High-tech Start-up Companies. International Journal of Business. [online]. 2013, Vol. 18, Issue 3, pp. 216–231. Available from WWW: https://ijb.cyut.edu.tw/var/file/10/1010/img/859/V183-3.pdfSearch in Google Scholar

[3]ACHIMSKÁ, V.: Start-ups, bearers of innovation in globalizing environment and their valuation. In: The 19^th International Scientific Conference Globalization and its Socio-Economic Consequences 2019 – Sustainability in the Global-Knowledge Economy in SHS Web Conf. 2020, Vol. 74. DOI: 10.1051/shsconf/20207401001Search in Google Scholar

[4]BROOKS, A. W.; HUANG, L.; KEARNEY, S. W.; MURRAY, F. E.: Investors prefer entrepreneurial ventures pitched by attractive men. PNAS – Proceedings of the National Academy of Sciences of the United States of America. 2014, Vol. 111, Issue 12, pp. 4427–4431. DOI: 10.1073/pnas.1321202111Search in Google Scholar

[5]WIDYANTO, H. A.; DALIMUNTHE, Z.; TRIONO, R. A.: How Venture Capital Firms Evaluate Indonesian Start-Ups for Financing. In: Proceedings of the 33rd International Business Information Management Association Conference (IBIMA). [online]. 2019. ISBN 978-0-9998551-2-6. Available from WWW: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3729847Search in Google Scholar

[6]CRICK, J. M.; CRICK, D.: Angel investors’ predictive and control funding criteria: The importance of evolving business models. Journal of Research in Marketing and Entrepreneurship. 2018, Vol. 20, Issue 1, pp. 34–56. DOI: 10.1108/JRME-11-2016-0043Search in Google Scholar

[7]PORTMANN, D.; MLAMBO, Ch.: Private equity and venture capital in South Africa: A comparison of project financing decisions. South African Journal of Economic and Management Sciences. 2013, Vol. 16, Issue 3, pp. 258–278. DOI: 10.4102/sajems.v16i3.354Search in Google Scholar

[8]FICHTER, L.; von BERNSTORFF, C.; ROHRMANN, S.: The necessity of targeted aptitude diagnostics for company founders: relationships between personality traits, perceived stress, satisfaction, and performance. Heliyon. 2020, Vol. 6, Issue 9. DOI: 10.1016/j.heliyon.2020.e04987Search in Google Scholar

[9]GARKAVENKO, M.; BELIAEVA, T.; GAUSSIER, E.; MIRISAEE, H.; LAGNIER, C.; GUERRAZ, A.: Assessing the Factors Related to a Start-Up’s Valuation Using Prediction and Causal Discovery. Entrepreneurship Theory and Practice. 2022, Vol. 47, Issue 5. DOI: 10.1177/10422587221121291Search in Google Scholar

[10]KEPPLER, S. B.; OLARU, M.; MARIN, G.: Fostering Entrepreneurial Investment Decision in Medical Technology Ventures in a Changing Business Environment. Amfiteatru Economic. [online]. 2015, Vol. 17, Issue 38, pp. 390–407. Available from WWW: https://www.econstor.eu/bitstream/10419/168923/1/aej-v17-i38-p0390.pdfSearch in Google Scholar

[11]MILLER, A.; SCAHILL, S.; WARREN, L.: Investor motivations of a New Zealand biopharma start-up: Angels and crowdfunders. The International Journal of Entrepreneurship and Innovation. 2019, Vol. 20, Issue 4, pp. 252–262. DOI: 10.1177/1465750319877391Search in Google Scholar

[12]ZADEH, L. A.: Fuzzy sets. Information and Control. 1965, Vol. 8, Issue 3, pp. 338–353. DOI: 10.1016/S0019-9958(65)90241-XSearch in Google Scholar

[13]KLIR, G. J.; YUAN, B.: Fuzzy Sets and Fuzzy Logic: Theory and Applications. Prentice Hall, New Jersey, 1995. ISBN 0-13-101171-5.Search in Google Scholar

[14]ARSENYAN, J.: Fuzzy Rule-Based Decision Support System for Technology Start-Up Selection Problem. In: Loue, C.; BenSlimane, S. (eds.), Proceedings of the 12^th European Conference on Innovation and Entrepreneurship (ECIE 2017). Paris, France, 2017, pp. 40–49.Search in Google Scholar

[15]GOUMAS, M.; LYGEROU, V.: An extension of the PROMETHEE method for decision making in fuzzy environment: Ranking of alternative energy exploitation projects. European Journal of Operational Research. 2000, Vol. 123, Issue 3, pp. 606–613. DOI: 10.1016/S0377-2217(99)00093-4Search in Google Scholar

[16]GUL, M.; CELIK, E.; GUMUS, A. T.; GUNERI, A. F.: A fuzzy logic based PROMETHEE method for material selection problems. Beni-Suef University Journal of Basic and Applied Sciences. 2018, Vol. 7, Issue 1, pp. 68–79. DOI: 10.1016/J.BJBAS.2017.07.002Search in Google Scholar

[17]KRISHANKUMAR, R.; RAVICHANDRAN, K. S.; SAEID, A. B.: A new extension to PROMETHEE under intuitionistic fuzzy environment for solving supplier selection problem with linguistic preferences. Applied Soft Computing. 2017, Vol. 60, pp. 564–576. DOI: 10.1016/J.ASOC.2017.07.028Search in Google Scholar

[18]OZSAHIN, D. U.; OZSAHIN, I.: A Fuzzy PROMETHEE Approach for Breast Cancer Treatment Techniques. International Journal of Medical Research & Health Sciences – (IJMRHS). [online]. 2018, Vol. 7, Issue 5, pp. 29–32. ISSN 2319-5886. Available from WWW: https://www.researchgate.net/publication/325194072_A_Fuzzy_PROMETHEE_Approach_for_Breast_Cancer_Treatment_TechniquesSearch in Google Scholar

[19]OZSAHIN, D. U.; UZUN, B.; MUSA, M. S.; ŞENTÜRK, N.; NURÇIN, F. V.; OZSAHIN, I.: Evaluating nuclear medicine imaging devices using fuzzy PROMETHEE method. Procedia Computer Science. 2017, Vol. 120, pp. 699–705. DOI: 10.1016/J.PROCS.2017.11.298Search in Google Scholar

[20]PENG, Y.; KOU, G.; LI, J.: A Fuzzy PROMETHEE Approach for Mining Customer Reviews in Chinese. Arabian Journal for Science and Engineering. 2014, Vol. 39, pp. 5245–5252. DOI: 10.1007/S13369-014-1033-7Search in Google Scholar

[21]ELEVLI, B.: Logistics Freight Center Locations Decision by Using Fuzzy-PROMETHEE. Transport. 2014, vol. 29, Issue 4, pp. 412–418. DOI: 10.3846/16484142.2014.983966Search in Google Scholar

[22]WIĘCKOWSKI, J.; KIZIELEWICZ, B.; SAŁABUN, W.: pyFDM: A Python library for uncertainty decision analysis methods. SoftwareX. 2022, Vol. 20. DOI: 10.1016/J.SOFTX.2022.101271Search in Google Scholar

[23]FU, Y.-K.; WU, Ch.-J.; LIAO, Ch.-N.: Selection of In-Flight Duty-Free Product Suppliers Using a Combination Fuzzy AHP, Fuzzy ARAS, and MSGP Methods. Mathematical Problems in Engineering. 2021. DOI: 10.1155/2021/8545379Search in Google Scholar

[24]ZAVADSKAS, E. K.; TURSKIS, Z.; VILUTIENE, T.: Multiple criteria analysis of foundation instalment alternatives by applying Additive Ratio Assessment (ARAS) method. Archives of Civil and Mechanical Engineering. 2010, Vol. 10, Issue 3, pp. 123–141. DOI: 10.1016/S1644-9665(12)60141-1Search in Google Scholar

[25]DELOITTE: Technology Fast 50 CE. [online]. 2023. [accessed 2023-04-09]. Available from WWW: https://www.deloitte.cz/fast50/Search in Google Scholar

[26]BROWN, T. B. et al.: Language Models are Few-Shot Learners. In: Proceedings of the 34^th International Conference on Neural Information Processing Systems (NIPS’20). 2020, Article No. 159, pp. 1877–1901. arXiv preprint: 2005.14165Search in Google Scholar

[27]BUREAU VAN DIJK: Orbis All Companies. [online]. 2023. [accessed 2023-04-30]. Available from WWW: https://orbis.bvdinfo.com/Search in Google Scholar